Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Scalewise invariant analysis of the anisotropic Reynolds stress tensor for atmospheric surface layer and canopy sublayer turbulent flows

Journal Article · · Physical Review Fluids
 [1];  [2];  [3];  [3];  [4];  [4];  [3]
  1. Karlsruhe Inst. of Technology (KIT) (Germany); DOE/OSTI
  2. Duke Univ., Durham, NC (United States); Karlsruhe Inst. of Technology (KIT) (Germany)
  3. Karlsruhe Inst. of Technology (KIT) (Germany)
  4. Weizmann Inst. of Science, Rehovot (Israel)
Anisotropy in the turbulent stress tensor, which forms the basis of invariant analysis, is conducted using velocity time series measurements collected in the canopy sublayer (CSL) and the atmospheric surface layer (ASL). The goal is to assess how thermal stratification and surface roughness conditions simultaneously distort the scalewise relaxation towards isotropic state from large to small scales when referenced to homogeneous turbulence. To achieve this goal, conventional invariant analysis is extended to allow scalewise information about relaxation to isotropy in physical (instead of Fourier) space to be incorporated. The proposed analysis shows that the CSL is more isotropic than its ASL counterpart at large, intermediate, and small (or inertial) scales irrespective of the thermal stratification. Moreover, the small (or inertial) scale anisotropy is more prevalent in the ASL when compared to the CSL, a finding that cannot be fully explained by the intensity of the mean velocity gradient acting on all scales. Implications to the validity of scalewise Rotta and Lumley models for return to isotropy as well as advantages to using barycentric instead of anisotropy invariant maps for such scalewise analysis are discussed.
Research Organization:
Duke Univ., Durham, NC (United States)
Sponsoring Organization:
German Research Foundation (DFG); Helmholtz Association; National Science Foundation (NSF); USDOE; USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
SC0011461
OSTI ID:
1541224
Alternate ID(s):
OSTI ID: 1438958
Journal Information:
Physical Review Fluids, Journal Name: Physical Review Fluids Journal Issue: 5 Vol. 3; ISSN 2469-990X
Publisher:
American Physical Society (APS)Copyright Statement
Country of Publication:
United States
Language:
English

References (80)

Revisiting the formulations for the longitudinal velocity variance in the unstable atmospheric surface layer: Longitudinal Velocity Variance in Unstable Atmosphere journal November 2014
Spectral characteristics of surface-layer turbulence journal July 1972
Surface influence upon vertical profiles in the atmospheric near-surface layer journal October 1980
Spatial Correlation Functions of Surface-Layer Atmospheric Turbulence in Neutral Stratification book January 1989
Coherent Eddies and Turbulence in Vegetation Canopies: The Mixing-Layer Analogy book January 1996
Stratocumulus-capped mixed layers derived from a three-dimensional model journal June 1980
Coherent eddies and turbulence in vegetation canopies: The mixing-layer analogy journal March 1996
Spatial correlation functions of surface-layer atmospheric turbulence in neutral stratification journal April 1989
Anisotropy of the Reynolds stresses in a turbulent boundary layer on a rough wall journal January 1995
A review of flux-profile relationships journal November 1974
Spectral scaling in a high reynolds number laboratory boundary layer journal August 1993
Reynolds stress anisotropy of turbulent rough wall layers journal July 2002
50 Years of the Monin–Obukhov Similarity Theory journal June 2006
A simple unified theory for flow in the canopy and roughness sublayer journal March 2007
Scale Properties of Anisotropic and Isotropic Turbulence in the Urban Surface Layer journal June 2017
A new Reynolds stress algebraic equation model journal September 1995
Tools for quality assessment of surface-based flux measurements journal January 1996
General explicit algebraic stress relations and best approximation for three-dimensional flows journal May 1998
Turbulence structure in boundary layers over different types of surface roughness journal February 2001
A strategy for quality and uncertainty assessment of long-term eddy-covariance measurements journal February 2013
Secondary circulations at a solitary forest surrounded by semi-arid shrubland and their impact on eddy-covariance measurements journal October 2015
Direct test of a nonlinear constitutive equation for simple turbulent shear flows using DNS data journal October 2007
The return to isotropy of homogeneous turbulence journal June 2001
The logarithmic structure function law in wall-layer turbulence journal February 2006
On the asymptotic behaviour of large-scale turbulence in homogeneous shear flow journal September 2009
Turbulence structure above a vegetation canopy journal October 2009
Explicit algebraic subgrid stress models with application to rotating channel flow journal October 2009
A more general effective-viscosity hypothesis journal November 1975
The return to isotropy of homogeneous turbulence journal August 1977
Mean fields and fluctuation moments in unstably stratified turbulent boundary layers journal March 1990
Some characteristics of small-scale turbulence in a turbulent duct flow journal December 1991
On explicit algebraic stress models for complex turbulent flows journal September 1993
Dynamics of a low Reynolds number turbulent boundary layer journal February 2000
On the logarithmic region in wall turbulence journal January 2013
Generalized logarithmic law for high-order moments in turbulent boundary layers journal February 2013
A universal scaling for low-order structure functions in the log-law region of smooth- and rough-wall boundary layers journal July 2014
Large-eddy simulation study of the logarithmic law for second- and higher-order moments in turbulent wall-bounded flow journal September 2014
Scaling of second- and higher-order structure functions in turbulent boundary layers journal March 2015
A scaling law for the shear-production range of second-order structure functions journal July 2016
Energy-Inertial Scale Interactions for Velocity and Temperature in the Unstable Atmospheric Surface Layer journal January 1997
Accuracy of Sonic Anemometers: Laminar Wind-Tunnel Calibrations Compared to Atmospheric In Situ Calibrations Against a Reference Instrument journal April 2004
The Effect of Vegetation Density on Canopy Sub-Layer Turbulence journal June 2004
Dissipation methods, Taylor's hypothesis, and stability correction functions in the atmospheric surface layer journal July 1997
Development of a turbulence closure model for geophysical fluid problems journal January 1982
Analysis of the small-scale structure of turbulence on smooth and rough walls journal January 2003
A simple model for the streamwise fluctuations in the log-law region of a boundary layer journal May 2009
Co-spectrum and mean velocity in turbulent boundary layers journal September 2013
Logarithmic scaling in the longitudinal velocity variance explained by a spectral budget journal December 2013
Mean-velocity profile of smooth channel flow explained by a cospectral budget model with wall-blockage journal March 2016
Generalized logarithmic scaling for high-order moments of the longitudinal velocity component explained by the random sweeping decorrelation hypothesis journal September 2016
A simple nonlinear model for the return to isotropy in turbulence journal January 1990
The response of isotropic turbulence to isotropic and anisotropic forcing at the large scales journal May 1991
An improved algebraic Reynolds stress model and corresponding nonlinear stress model journal November 1992
Realizability of Reynolds-stress turbulence models journal January 1977
Presentation of anisotropy properties of turbulence, invariants versus eigenvalue approaches journal January 2007
The Spectrum of Turbulence journal February 1938
Existence of k − 1 power-law scaling in the equilibrium regions of wall-bounded turbulence explained by Heisenberg's eddy viscosity journal December 2012
Mean Velocity Profile in a Sheared and Thermally Stratified Atmospheric Boundary Layer journal December 2011
Shear Effects in Nonhomogeneous Turbulence journal August 2000
Anisotropic Velocity Correlation Spectrum at Small Scales in a Homogeneous Turbulent Shear Flow journal March 2002
Distinct patterns of changes in surface energy budget associated with forestation in the semiarid region: DISTINCT PATTERNS OF CHANGES IN SURFACE ENERGY BUDGET journal October 2010
An Improved Model Including Length Scale Anisotropy for the Pressure Strain Correlation of Turbulence journal February 2017
Turbulence in and above Plant Canopies journal January 1981
Turbulence in Plant Canopies journal January 2000
The Temporal Behavior of the Atmospheric Boundary Layer in Israel journal June 1999
Principal Length Scales in Second-Order Closure Models for Canopy Turbulence journal November 1999
The Budgets of Turbulent Kinetic Energy and Temperature Variance in the Atmospheric Surface Layer journal March 1971
Taylor's Hypothesis and High–Frequency Turbulence Spectra journal June 1977
Spectral Analysis of Large-Eddy Simulations of the Convective Boundary Layer journal December 1988
The Structure of the Near-Neutral Atmospheric Surface Layer journal March 2004
A Spectral Budget Model for the Longitudinal Turbulent Velocity in the Stable Atmospheric Surface Layer journal January 2016
Atmospheric Stability Influences on Coupled Boundary Layer and Canopy Turbulence journal April 2016
Scaling Laws for the Longitudinal Structure Function in the Atmospheric Surface Layer journal April 2017
The Parallelized Large-Eddy Simulation Model (PALM) version 4.0 for atmospheric and oceanic flows: model formulation, recent developments, and future perspectives other January 2015
Turbulence in Plant Canopies journal January 1964
The Spectrum of Turbulence journal October 1940
Large-eddy simulation study of the logarithmic law for second and higher-order moments in turbulent wall-bounded flow text January 2014
Shear Effects in Non-Homogeneous Turbulence text January 2000
The Parallelized Large-Eddy Simulation Model (PALM) version 4.0 for atmospheric and oceanic flows: model formulation, recent developments, and future perspectives journal January 2015
The Parallelized Large-Eddy Simulation Model (PALM) version 4.0 for atmospheric and oceanic flows: model formulation, recent developments, and future perspectives journal January 2015

Cited By (5)

On the turbulence structure of deep katabatic flows on a gentle mesoscale slope
  • Stiperski, Ivana; Holtslag, Albert A. M.; Lehner, Manuela
  • Quarterly Journal of the Royal Meteorological Society, Vol. 146, Issue 728 https://doi.org/10.1002/qj.3734
journal January 2020
Representation of the Reynolds stress tensor through quadrant analysis for a near-neutral atmospheric surface layer flow journal May 2019
On the role of return to isotropy in wall-bounded turbulent flows with buoyancy journal September 2018
Scaling, Anisotropy, and Complexity in Near-Surface Atmospheric Turbulence journal February 2019
Classification of the Reynolds stress anisotropy tensor in very large thermally stratified wind farms using colormap image segmentation journal November 2019

Similar Records

On the linkage between the k–5/3 spectral and k–7/3 cospectral scaling in high-Reynolds number turbulent boundary layers
Journal Article · Tue Jun 20 20:00:00 EDT 2017 · Physics of Fluids · OSTI ID:1474284

Turbulence within and above real and artificial urban canopies
Conference · Wed Dec 31 23:00:00 EST 2003 · OSTI ID:977786

Logarithmic scaling of higher-order temperature moments in the atmospheric surface layer
Journal Article · Fri May 19 20:00:00 EDT 2023 · International Journal of Heat and Fluid Flow · OSTI ID:2422011